elo gain vs depth+5 plies

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Before nnue era :

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During nnue era :

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So with the last green SF nets, there will be little ELO gains beyond an average depth of D35. So there will be little interest in training engines beyond an average depth of D35. For example, here when i train engines at TC 1m+1s on 7-8 threads i get :

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brainlearn     , average D27-D34, average 1284-1405 ms/move
Eman experience, average D32-D34, average 1344-1439 ms/move
Eman only      , average D31-D33, average 1151-1458 ms/move
HypnoS         , average D27-D33, average 1290-1412 ms/move
JudaS          , average D29-D33, average 1307-1433 ms/move
stockfish      , average D30-D31, average 1310-1401 ms/move

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